Advanced course in Computational Physics, see texbook at http://compphysics.github.io/ComputationalPhysics2/doc/LectureNotes/_build/html/ with an emphasis on computational quantum mechanics, machine learning and quantum computing.

Course on Machine Learning and Statistical data Analysis with book at https://compphysics.github.io/MachineLearning/doc/LectureNotes/_build/html/intro.html. Contains Linear and Logistic Regression, Neural Networks and Deep Learning methods, Decision Trees, Random forests, Boosting methods and other ensemble methods, support vector machines and central unsupervised learning algorithms.

Computational Physics codes

Jupyter Python Notebooks of "Computational Physics", Landau, Paez, Bordeianu

Material on Machine Learning methods applied to Physics analysis, with an emphasis on Regression and Deep Learning Methods. https://compphysics.github.io/MLSummerSchool/doc/web/course.html gives you direct access to the learning material with lectures slides and jupyter notebooks.

This repository contains exercises and projects on computational science and AI for the CompSci program. Lecture notes at https://compphysics.github.io/MachineLearning/doc/LectureNotes/_build/html/intro.html

Material for my course of Computational Physics (3rd semester, obligatory), in National and Kapodistrian University of Athens

This site contains all document relevant for the Machine Learning courses of the Erasmus+ network. Jupyter-book link at https://compphysics.github.io/MachineLearning/doc/LectureNotes/_build/html/intro.html.

Repository for the Summer Tutorials on Computational Physics at Ohio University

Solving for 1-d GaAs quantum well using finite differences to solve Schrodinger's and Poisson's equation in MATLAB

Display of daily teaching material as jupyter-book at https://compphysics.github.io/MachineLearning/doc/LectureNotes/_build/html/intro.html

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Lecture notes for PHYS3820 Computational Physics

Computational Physics Assignments

Homework for NYU graduate Computational Physics

The link here gives access to various presentations and more material

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A collection of computational physics programs.

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course design documents for computational and numerical methods in physics

Computational Physics, FYS4150 - Autumn 2019

Computational Physics

Computational Physics Homeworks

A collection of exercise solutions

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Το συγκεκριμένο repository έχει δημιουργηθεί με σκοπό την εύκολη κοινοποίηση κώδικα που αφορά τις ασκήσεις της Υπολογιστικής Φυσικής του Τμήματος Φυσικής του ΕΚΠΑ.

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Computational Physics - 2016